Basic Statistics

Raw Counts

Name Value
Rows 58,185
Columns 24
Discrete columns 10
Continuous columns 14
All missing columns 0
Missing observations 93,324
Complete Rows 11,793
Total observations 1,396,440
Memory allocation 16.1 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 8 columns ignored with more than 50 categories.
## faa_ors: 49757 categories
## faa_asn: 49493 categories
## t_county: 521 categories
## t_fips: 631 categories
## p_name: 1479 categories
## t_manu: 71 categories
## t_model: 261 categories
## t_img_date: 556 categories

QQ Plot

Correlation Analysis

## 9 features with more than 20 categories ignored!
## faa_ors: 11785 categories
## faa_asn: 11400 categories
## t_state: 35 categories
## t_county: 270 categories
## t_fips: 299 categories
## p_name: 557 categories
## t_manu: 37 categories
## t_model: 132 categories
## t_img_date: 304 categories

Principle Component Analysis

## 7 features with more than 50 categories ignored!
## faa_ors: 11785 categories
## faa_asn: 11400 categories
## t_county: 270 categories
## t_fips: 299 categories
## p_name: 557 categories
## t_model: 132 categories
## t_img_date: 304 categories